Getting lost to find insights - a quasi-experimental evaluation of outdoor experiential learning as a method to teach clinical decision-making and decision science concepts by Sarah Petelinsek, Peilu Zhang, Jorie Colbert-Getz, Theodore Hartridge, Nate Furman, Emad Awad, Rowan Kelner, Patrick G Hughes

“…Abstract Background There is a high prevalence of errors related to decision-making biases that results in medical errors. …”
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Accounting for reporting delays in real-time phylodynamic analyses with preferential sampling. by Catalina M Medina, Julia A Palacios, Volodymyr M Minin

“…Here we present a method that affords reliable estimation of the effective population size trajectory closer to the time of data collection, allowing for policy decisions to be based on more recent data. Our work uses readily available historic times between sampling and reporting of sequenced samples for a population of interest, and incorporates this information into the sampling model to mitigate the effects of reporting delay in real-time analyses. …”
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Soft-Label Supervised Meta-Model with Adversarial Samples for Uncertainty Quantification by Kyle Lucke, Aleksandar Vakanski, Min Xian

“…In addition, a novel training framework using adversarial samples is proposed to explore the decision boundary of the base model and mitigate issues related to training datasets with label imbalance. …”
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The number of available sample observations modulates gambler’s fallacy in betting behaviors by Di Wang, Yutong Li

“…In these cases, a small sample significantly exacerbates the gambler’s fallacy, whereas a larger sample substantially diminishes its impact. …”
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Machine learning-based single-sample molecular classifier for cancer grading by Zoia Antysheva, Nikita Kotlov, Mariia V. Guryleva, Ivan Valiev, Viktor Svekolkin, Anna Belozerova, Sheila T. Yong, Dmitry Tabakov, Alexander Bagaev, Vladimir Kushnarev

“…Tumor subtyping based on morphological grade is used in cancer treatment and management decision-making and to determine a patient’s prognosis. …”
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Industrial wastewater treatment and reuse: Heckman probit sample selection model by Urgessa Tilahun Bekabil, M.K. Jayamohan, Amsalu Bedemo Beyene

“…This study examines the factors influencing wastewater treatment and reuse by manufacturing firms in Shaggar City. The Heckman Probit Sample Selection model is used to analyse the data collected from 303 randomly selected manufacturing firms using structured questionnaires. …”
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Study of methods for extracting contours of objects on raster images of amber samples by Yu.O. Podchashynskyi, A.V. Ryzhuk

“…Thanks to this, we can get an accurate representation of the condition and properties of samples, raw materials and future products. It is also possible to determine the amount of material that will be lost during the processing of the material of the samples, and to localize in the three-dimensional volume various inclusions that can affect the further quality of the processed product. …”
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Professional Samples in the Training Process of Primary School Teachers for Working with Inclusion by Bruk Z.Y., Patrusheva I.V., Fedina L.V.

“…The use of the professional samples method in the educational process helps to connect theory and the practical activity of the teacher in the context of inclusive education, to develop the competence of making informed and effective decisions, to form the experience of interaction with special children, and to develop personal responsibility and the ability to self-reflection.…”
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Sample size justification in feasibility studies: moving beyond published guidance by Robert Montgomery

“…To be effective, these studies need to be properly designed and have large enough samples to make correct decisions about proceeding to a future trial at a high rate. …”
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Sociodemographic factors are related to hair sample collection in economically marginalized families by Jiying Ling, Dalton Goodwin, Charles Given

“…Aim: Limited research has explored factors influencing participants' decisions to consent to and complete hair sample collection. …”
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Determinant Factors Of Electric Bicycle Purchase Decisions: Evidence From Indonesia by Sulismawati Sulismawati, Ida Nuryana

“…The population of this study was all buyers of electric bicycles at the Bismar Pasuruan Store, East Java, Indonesia, totaling 90 people. The sampling technique used purposive sampling so that the number of research samples was 40 people. …”
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Capital Structure and Investment Decisions on Firm Value with Profitability as a Moderator by S Syamsudin, Iwan S etiadi, Dwi Santoso, Erna Setiany

“…This study aims to examine the effect of capital structure and investment decisions on firm value with profitability as a moderating variable. …”
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Decision curve analysis: confidence intervals and hypothesis testing for net benefit by Andrew J. Vickers, Ben Van Claster, Laure Wynants, Ewout W. Steyerberg

“…We aim to assess the relation between sampling variability, inference, and decision-analytic concepts. …”
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Analysis of Factors Influencing Millennial Consumers' Decision in Buying Halal Cosmetics by Novalini Jailani, Susminingsih, Hendri Hermawan Adinugraha, Fatimah Kari, Adib Muhammad

“…In this study, a quantitative method using survey research was applied. The method of sampling utilized in this investigation was incidental sampling, where the study sample was as many as 185 millennial consumers in Central Java province with the condition that they were millennials born between 1981 to 1996 and had bought halal cosmetic products. …”
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Analysis of Product Sampling for New Product Diffusion Incorporating Multiple-Unit Ownership by Zhineng Hu, Yurong Pei, Ruikun Xie

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Klasifikasi Mahasiswa HER Berbasis Algoritma SVM dan Decision Tree by Jajang Jaya Purnama, Hendri Mahmud Nawawi, Susy Rosyida, Ridwansyah Ridwansyah, Risnandar Risnandar

“…SVM can eliminate barriers to data, predict, classify with small sampling and can improve accuracy and reduce errors. …”
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Adaptation of the Career Decision Making Profile Measurement Tool for Students in Indonesia by Nandita Tamara Putri, Hery Susanto

“…Optimal decisions were made by several individual when these strategies were adaptive. …”
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Determinants of hedging decisions in mining companies listed on the Indonesian Stock Exchange by Febrina Cahyani, Lilik Handajani

“…This investigation meticulously examines how growth opportunities, firm size, leverage, and liquidity affect the hedging decisions of mining companies listed on the Indonesia Stock Exchange from 2017 to 2022. …”
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PENGARUH RELIABILITY, PERFORMANCE, FEATURES, CONFORMANCE, DURABILITY TERHADAP PURCHASE DECISION by Hartono Indrawan Wijaya, Dewi Mustikasari Immanuel

“…Prasida Jaya. Samples were taken using the purposive sampling method with a total of 37 samples. …”
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Adaptive Decision Fusion with a Guidance Sensor in Wireless Sensor Networks by Zhaohua Yu, Qiang Ling, Yi Yu

“…Our approach uses one high-quality sensor as the guidance sensor, which enables the fusion center to estimate the performance parameters of the low-quality sensors online during the whole sampling process, and optimal decision fusion rule can be used in practice. …”
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